관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- KAISTAI for Science
예종철BISPL
관련 논문 15편비중 13%- 2026Accelerated Image Editing via Consistency-Aware Source Token Pruning NeurIPS
- 2026Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models ICML
- 2026Diverse Text-to-Image Generation via Contrastive Noise Optimization ICLR
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 10편비중 17%- 2026AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping WWW
- 2026BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback ICML
- 2026IPQA: A Benchmark for Core Intent Identification in Personalized Question Answering SIGIR
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 10편비중 8%- 2026EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation NeurIPS
- 2026Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences ICML
- 2026A Novel Structure-Preservation Loss for Diffusion-based Image Editing WACV
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 12편비중 9%- 2026OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation CVPR
- 2026Selectively Extracting and Injecting Visual Attributes into Text-to-Image Models CVPR
- 2025Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention CVPR
- KAIST머신러닝
이기민
관련 논문 11편비중 24%- 2025Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models ICLR
- 2025DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI
- 2025DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing ICLR
- KAIST머신러닝
신진우ALIN Lab
관련 논문 12편비중 9%- 2025Controllable Human Image Generation with Personalized Multi-Garments CVPR
- 2025DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI
- 2025DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing ICLR
- KU머신러닝
이성환PRML Lab
관련 논문 11편비중 6%- 2026Tree-of-Thoughts Reasoning for Text-to-Image In-Context Learning IEEE SMC
- 2025FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation IEEE SMC
- 2025ID-EA: Identity-driven Text Enhancement and Adaptation with Textual Inversion for Personalized Text-to-Image Generation IEEE SMC
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 8편비중 15%- 2026Boosting Text Encoder for Personalized Text-to-Image Generation TMLR
- 2026Directional Textual Inversion for Personalized Text-to-Image Generation ICLR
- 2026Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation NeurIPS
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 5편비중 11%연구 분야에 명시- 2026RPM: Reasoning-Level Personalization for Black-Box Large Language Models ICLR
- 2026SPRInG: Continual LLM Personalization via Selective Parametric Adaptation and Retrieval-Interpolated Generation EMNLP
- 2025Few-shot Personalization of LLMs with Mis-aligned Responses NAACL
- SNU컴퓨터 비전
전세영ICL
관련 논문 8편비중 12%- 2026Erasing Thousands of Concepts: Towards Scalable and Practical Concept Erasure for Text-to-Image Diffusion Models CVPR
- 2025Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate ICLR
- 2025Efficient Personalization of Quantized Diffusion Model without Backpropagation CVPR
- KUAI for Science
감태의Medical AI Lab
관련 논문 7편비중 10%- 2026PT-Diff: Brain Network Generation with Personalized Topology Guided Conditional Diffusion Transformer ICASSP
- 2026A Hierarchical Reinforcement Learning Approach to Personalized Decision-Making for Brain Connectivity Segmentation Expert Systems with Applications
- 2026Source-Driven Enhanced Semantic Style Transfer for Addressing BCI Illiteracy in Subject-Independent EEG-Based Motor Imagery Classification Applied Soft Computing
- SNU머신러닝
윤성로AI Lab
관련 논문 7편비중 6%- 2026Contextualized Visual Personalization in Vision-Language Models ICML
- 2025Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis ACL
- 2025Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 8편비중 7%- 2026Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards CVPR
- 2026Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection ECCV
- 2025Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens ICCV
- Yonsei컴퓨터 비전
이종석MCML Group
관련 논문 3편비중 9%연구 분야에 명시- 2026Steering away from memorization: Reachability-constrained reinforcement learning for text-to-image diffusion NeurIPS
- 2026Training-free framework for defending unsafe image synthesis attack ICASSP
- 2025Sketch to stylized-image: A two-stage approach for artistic image generation ICIP
- KU컴퓨터 비전
박경문VGI Lab
관련 논문 6편비중 13%- 2026AudioAvatar: Personalized Audio-driven Whole-body Talking Avatars CVPR
- 2025ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement ICCV
- 2025Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models NeurIPS
- Yonsei컴퓨터 비전
이상훈Multi-dimensional Insight Lab
관련 논문 6편비중 11%- 2026DipGuava: Disentangling Personalized Gaussian Features for 3D Head Avatars from Monocular Video AAAI
- 2025Perceptually-Guided VR Style Transfer IEEE TIP
- 2025You Only Touch Once: One-Touch System for PErsonalized 3D Music Video Generation APSIPA ASC
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 4편비중 8%- 2026AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping WWW
- 2026Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization ICLR
- 2025Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation SIGIR
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 6편비중 5%- 2025AM-Adapter: Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis ICCV
- 2025Seg4Diff: Unveiling Open-Vocabulary Semantic Segmentation in Text-to-Image Diffusion Transformers NeurIPS
- 2025Talk3D: High-Fidelity Talking Portrait Synthesis via Personalized 3D Generative Prior ICCV
- SNU컴퓨터 비전
박재식Visual & Geometric Intelligence Lab
관련 논문 6편비중 11%- 2025Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing ICCV
- 2025Improving Editability in Image Generation with Layer-wise Memory CVPR
- 2024Distilling Diffusion Models into Conditional GANs ECCV
- SNU머신러닝
이원종DRL Lab
관련 논문 4편비중 16%- 2026DOS: Directional Object Separation in Text Embeddings for Multi-object Image Generation AAAI
- 2025Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models ICLR
- 2025Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI
- POSTECH그래픽스
이승용, 조성현, 백승환CG Lab
관련 논문 4편비중 5%- 2026BFS: Back-to-Front Layered Image Synthesis via Knowledge Transfer SIGGRAPH
- 2026Personalized FACS Tracker for 3D Head Avatar from Monocular Video Pacific Graphics
- 2025Addressing Attribute Leakage in Text Embeddings for Image Editing with Diffusion Models ICCV
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 5편비중 5%- 2026FPGS: Feed-Forward Semantic-aware Photorealistic Style Transfer of Large-Scale Gaussian Splatting IJCV
- 2025VSC: Visual Search Compositional Text-to-Image Diffusion Model ICCV
- 2024FPRF: Feed-Forward Photorealistic Style Transfer of Large-Scale 3D Neural Radiance Fields AAAI
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 4편비중 9%- 2026PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation ACL
- 2025Multi-Group Proportional Representations for Text-to-Image Models CVPR
- 2025SP-Guard: Selective Prompt-adaptive Guidance for Safe Text-to-Image Generation ECAI Workshop
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 4편비중 5%- 2026ConceptPrism: Concept Disentanglement in Personalized Diffusion Models via Residual Token Optimization CVPR
- 2025Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis WACV
- 2025Comparison Reveals Commonality: Customized Image Generation through Contrastive Inversion CVPR
- KAIST머신러닝
황성주MLAI Lab
관련 논문 6편비중 6%- 2025Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR
- 2024Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models NeurIPS
- 2024KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis NeurIPS
- SNU자연어처리·LLM
조요한
관련 논문 3편비중 5%- 2026ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation ICLR
- 2026Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction ACL Findings
- 2025PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings ACL
- SNU인간-AI 상호작용
강민석
관련 논문 3편비중 14%- 2026When Cars Have Stereotypes: Auditing Demographic Bias in Objects from Text-to-Image Models ECCV
- 2026Going PLACES: Participatory Localized Red Teaming for Text-to-Image Safety in the Global South FAccT
- 2024Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation FAccT
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 3편비중 5%- 2026Preserving Compositionality for Robust Multi-Subject Personalization in Text-to-Image Generation UAI
- 2026Probabilistic Multi-Interest Representation for Personalized Recommendation SDM
- 2025Towards Scalable Human-aligned Benchmark for Text-guided Image Editing CVPR
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 3편비중 4%- 2026PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations EMNLP
- 2026Personalized Privacy Control in LLMs via Attention Head Intervention EMNLP Findings
- 2025Drift: Decoding-time Personalized Alignments with Implicit User Preferences EMNLP Findings
- SNU머신러닝
김태섭LAAL Lab
관련 논문 3편비중 8%- 2026Generalized and Personalized Federated Learning with Black-Box Foundation Models via Orthogonal Transformations CVPR
- 2026Preserve and Personalize: Personalized Text-to-Image Diffusion Models without Distributional Drift ICLR
- 2024Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NeurIPS
- Yonsei머신러닝
조성배SCLAB
관련 논문 3편비중 4%- 2026Negation Without Confusion: Decomposing Bias and Recomposing Style in Text Embeddings for Negation-Aware Image Generation EMNLP
- 2026PEdit: Pareto-Guided Image Editing via Dynamic Latent Trajectory Control CVPR Findings
- 2024Extended Generative Adversarial Imitation Learning for Autonomous Agents in Minecraft Game IEEE CEC
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 3편비중 3%- 2026Negation Without Confusion: Decomposing Bias and Recomposing Style in Text Embeddings for Negation-Aware Image Generation EMNLP
- 2026TIPO: Text to Image with Text Presampling for Prompt Optimization ICLR
- 2024Navigating Text-To-Image Customization:From LyCORIS Fine-Tuning to Model Evaluation ICLR
- KU머신러닝
정종헌TAIL
관련 논문 4편비중 17%- 2025DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing ICLR
- 2024Adversarial Robustification via Text-to-Image Diffusion Models ECCV
- 2024Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models ICLR
- SNUAI for Science
이동헌BiLab
관련 논문 3편비중 6%- 2026ReCAST: Probing Sparse Reference Use in In-Context Image Generation ICML
- 2025Ano-Face-Fair: Race-Fair Face Anonymization in Text-to-Image Synthesis using Simple Preference Optimization in Diffusion Model CVPR
- 2025White Light Imaging to Narrow-band Imaging via Style Transfer : A Feasibility Test for Enhancing Colonoscopic Diagnostics Techniques and Innovations in Gastrointestinal Endoscopy
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 3편비중 4%- 2026PhysCache: Accelerating Physics-Sensitive Image Editing with Risk-Aware Caching BMVC
- 2025Focus Where It Matters: LLM-Guided Regional Identification for Instruction-based Image Editing ACM MM
- 2025Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language AAAI
- KAIST머신러닝
양은호MLI Lab
관련 논문 3편비중 4%- 2026Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation CVPR
- 2025Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV
- 2025Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR
- Yonsei컴퓨터 비전
어영정Visual Intelligence Lab
관련 논문 5편비중 19%- 2024Harnessing Text-to-image Models for Video Generation ECCV
- 2024Training-free Style Transfer Emerges from h-space in Diffusion models WACV
- 2023AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks ICCV
- KAIST머신러닝
문일철AAI Lab
관련 논문 3편비중 8%- 2025Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models NeurIPS
- 2025Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models NeurIPS
- 2025Prompt-Based Safety Guidance Is Ineffective for Unlearned Text-to-Image Diffusion Models NeurIPS
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 3편비중 7%- 2025Moment- and Power-Spectrum-Based Gaussianity Regularization for Text-to-Image Models NeurIPS
- 2025ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation NeurIPS
- 2025StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces ICLR
- Yonsei컴퓨터 비전
황성재MICV Lab
관련 논문 3편비중 7%- 2025Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis MICCAI
- 2025Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis CVPR
- 2025DragText: Rethinking Text Embedding in Point-based Image Editing WACV
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 4편비중 4%- 2025CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions COLM
- 2025Expandora: Broadening Design Exploration with Text-to-Image Model CHI
- 2023Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works IUI
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 2편비중 6%- 2026FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation NeurIPS
- 2026OSPO: Object-Centric Self-Improving Preference Optimization for Text-to-Image Generation CVPR
- SNU컴퓨터 비전
곽노준MIPAL Lab
관련 논문 3편비중 3%- 2026CSF: Black-box Fingerprinting via Compositional Semantics for Text-to-Image Models CVPR
- 2025Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI
- 2023AADiff: Audio-Aligned Video Synthesis with Text-to-Image Diffusion CVPR
- Yonsei머신러닝
한동준Edge AI Lab
관련 논문 3편비중 7%- 2026Multi-Tier Split Federated Learning for Multi-Level Personalization IEEE WCNC
- 2024Federated Split Learning with Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks IEEE TMC
- 2023SplitGP: Achieving Both Generalization and Personalization in Federated Learning IEEE INFOCOM
- KAIST머신러닝
윤세영OSI Lab
관련 논문 3편비중 2%- 2025Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models ICLR
- 2025DiffBlender: Composable and Versatile Multimodal Text-to-Image Diffusion Models Expert Systems with Applications
- 2024BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models EMNLP Findings
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 3편비중 11%- 2025Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations PACT
- 2024Characterization and Analysis of Text-to-Image Diffusion Models IEEE Computer Architecture Letters
- 2024FPGA-Accelerated Data Preprocessing for Personalized Recommendation Systems IEEE Computer Architecture Letters
- KAIST머신러닝
최재식SAIL Lab
관련 논문 2편비중 4%- 2026Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation ICML
- 2025Diverse Rare Sample Generation with Pretrained GANs AAAI
- Yonsei컴퓨터 비전
김선주CIPLab
관련 논문 2편비중 4%- 2026Learning Personalized Photographic Style from Pairwise User Preferences CVPR
- 2025Latent space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models CVPR
- SNU컴퓨터 비전
조남익ISPL
관련 논문 2편비중 3%- 2026UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation IEEE Access
- 2025Counting Guidance for High Fidelity Text-to-Image Synthesis WACV
- SNU로보틱스
김현진LARR Lab
관련 논문 2편비중 2%- 2026Personalized Autonomous Driving via Optimal Control with Clearance Constraints from Questionnaires ICRA
- 2025Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models ICML
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 2편비중 3%- 2026Investigating Social Bias in Narrative Image Generation COLM
- 2025One‑Topic‑Doesn’t‑Fit‑All: Transcreating Reading Comprehension Test for Personalized Learning EMNLP
- SNU머신러닝2026 업데이트 중
강명주NCIA Lab
관련 논문 3편비중 8%- 2025K-StyleLoRA: Information-Guided Image Generation via Selective Feature Learning ICCV
- 2024Analyzing the Latent Space of GAN through Local Dimension Estimation for Disentanglement Evaluation Pattern Analysis
- 2023Finding the global semantic representation in GAN through Fréchet Mean ICLR
- SNUAI for Science
차지욱Connectome Lab
관련 논문 2편비중 6%- 2026Repurposing Image Diffusion Models for Training-Free Music Style Transfer on Mel-Spectrograms ICIP
- 2024AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer AAAI
- KU인간-AI 상호작용
서승호HUI
관련 논문 2편비중 3%- 2026On the generalization limits of quantum generative adversarial networks with pure state generators Scientific Reports
- 2024Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure Prediction ICEIC
- SNU머신러닝
장병탁BI Lab
관련 논문 2편비중 3%- 2026Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models AAAI
- 2024PGA: Personalizing Grasping Agents with Single Human-Robot Interaction IROS
- KAIST컴퓨터 비전
김태균CV & Learning Lab
관련 논문 3편비중 9%- 2024Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder CVPR
- 2024iEdit: Localised Text-guided Image Editing with Weak Supervision CVPR
- 2023Joint Training of Hierarchical GANs and Semantic Segmentation for Expression Translation ICASSP
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 2편비중 2%- 2025Facilitating Personalized TTS for Dysarthric Speakers Using Knowledge Anchoring and Curriculum Learning INTERSPEECH
- 2025PicPersona-TOD: A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona NAACL
- Yonsei머신러닝
노승문AI-ISL
관련 논문 2편비중 5%- 2026BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs EMNLP
- 2023Generative Adversarial Networks for DNA Storage Channel Simulator IEEE Access
- SNU컴퓨터 비전
주한별VC Lab
관련 논문 2편비중 7%- 2025PERSE: Personalized 3D Generative Avatars from A Single Portrait CVPR
- 2024PEGASUS: Personalized Generative 3D Avatars with Composable Attributes CVPR
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 2편비중 3%- 2025When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class ICML
- 2024Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis ICML
- SNU자연어처리·LLM
이재윤SKI-ML Lab
관련 논문 1편비중 4%- 2026Where Evaluators Agree: Quality-Dependent Agreement in Text-to-Image Reward Optimization NeurIPS
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 1편비중 4%- 2026Bring My Cup! Personalizing Vision-Language-Action Models with Visual Attentive Prompting ICML
- POSTECHAI for Science
김원화, 류일우MIP Lab
관련 논문 2편비중 3%- 2024Uncertainty-aware Diffusion-based Adversarial Attack for Realistic Colonoscopy Image Synthesis MICCAI
- 2024Modality-Agnostic Style Transfer for Holistic Feature Imputation ISBI
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 1편비중 2%- 2026Effects of a Personalized Retrieval-Augmented Generation Chatbot on Information Needs in Chronic Kidney Disease Patients: Mixed Methods Randomized Controlled Trial Interactive Journal of Medical Research
- SNU컴퓨터 비전
최종현MPR Lab
관련 논문 1편비중 2%- 2026Co-LoRA: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients ICLR
- KAISTAI for Science
최윤재
관련 논문 1편비중 2%- 2026ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation ICLR
- Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 1편비중 2%- 2026Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection ECCV
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 1편비중 1%- 2026Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-Horizon Agents NeurIPS
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 1편비중 1%- 2026Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation WWW
- KAIST머신러닝
이주호SIML Lab
관련 논문 2편비중 3%- 2024Safeguard text-to-image diffusion models with human feedback inversion ECCV
- 2023Towards safe self-distillation of internet-scale text-to-image diffusion models ICML
- YonseiAI 시스템
박광현BDAI
관련 논문 1편비중 11%- 2025Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis CVPR
- KAIST머신러닝
문재균
관련 논문 2편비중 10%- 2023Federated Split Learning with Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks IEEE TMC
- 2023SplitGP: Achieving Both Generalization and Personalization in Federated Learning IEEE INFOCOM
- SNU인간-AI 상호작용2026 업데이트 중
이준환HCI+D Lab
관련 논문 1편비중 4%- 2025“Journey of Finding the Best Query”: Understanding the User Experience of AI Image Generation System International Journal of Human-Computer Interaction
- POSTECH머신러닝
박상돈Trustworthy ML Lab
관련 논문 1편비중 5%- 2025Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning ICCV
- SNUAI for Science
김경수AIBL
관련 논문 1편비중 3%- 2025Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 1편비중 3%- 2025MMPB: It’s Time for Multi-Modal Personalization NeurIPS
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 2편비중 4%- 2023DataHalo: A Customizable Notification Visualization System for Personalized and Longitudinal Interactions CHI
- 2023Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works IUI
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 2편비중 2%- 2023Content-Aware Local GAN for Photo-Realistic Super-Resolution ICCV
- 2023Variational Distribution Learning for Unsupervised Text-to-Image Generation CVPR
- KU머신러닝
이병준Decision Making Lab
관련 논문 1편비중 3%- 2025Iterative Prompt Refinement for Safer Text-to-Image Generation EMNLP
- Yonsei컴퓨터 비전
박은병V-Lab
관련 논문 1편비중 3%- 2025DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance AAAI
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 1편비중 2%- 2025Entity-Aware Generative Retrieval for Personalized Contexts CIKM
- SNU머신러닝
이정우CML Lab
관련 논문 1편비중 2%- 2025Adjusting Initial Noise to Mitigate Memorization in Text-to-Image Diffusion Models NeurIPS
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 1편비중 1%- 2025Overcoming Source Object Grounding for Semantic Image Editing TACL
- KAIST머신러닝
박진규System Intelligence Lab
관련 논문 1편비중 2%- 2025Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR
- KUAI for Science
서현석IMPEL Lab
관련 논문 1편비중 4%- 2024Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile AAAI
- Yonsei데이터 마이닝
이경호ICL
관련 논문 1편비중 4%- 2024Dialogue Act-based Partner Persona Extraction for Consistent Personalized Response Generation Expert Systems with Applications
- KAIST데이터 마이닝
박노성BigDyL
관련 논문 1편비중 1%- 2024SPI-GAN: Denoising Diffusion GANs with Straight-Path Interpolations ICLR
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 1편비중 2%- 2024Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation ECCV
- SNUAI 시스템
김재준VLSI Lab
관련 논문 1편비중 2%- 2023Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis NeurIPS
- KAIST머신러닝
이상완AI Brain Lab
관련 논문 1편비중 2%- 2023Energy-based cross attention for Bayesian context update in text-to-image diffusion models NeurIPS
- KUAI for Science
석흥일Machine Intelligence Lab
관련 논문 1편비중 2%- 2023SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation IPMI
- SNU음성·오디오
이교구MARG
관련 논문 1편비중 1%- 2023Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects ICASSP